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Wall Street’s AI Trade Hits “Prove-It” Phase as Capex, Debt, and Depreciation Risks Rise

by Team Lumida
December 15, 2025
in AI
Reading Time: 3 mins read
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AI Investment Boom: How Tech Giants Are Leading the Charge

"Machine Learning & Artificial Intelligence" by mikemacmarketing is licensed under CC BY 2.0

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Key takeaways
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  • Cracks are showing in the AI rally as Nvidia sells off and Oracle drops on higher-than-expected AI capex and concerns around data-center buildouts.
  • The core worry is monetization vs. cost: AI requires massive capital, and it’s unclear if demand/pricing will support adequate returns.
  • AI’s funding chain is a risk: heavy reliance on external capital and potential “circular financing” raises fragility if investor appetite cools.
  • Not dot-com valuations for the Mag 7, but pockets of extreme multiples exist—setting up a likely rotation rather than a 2000-style crash.

What Happened?

Three years after ChatGPT ignited the AI boom, markets are starting to question whether the investment surge can translate into sustainable profits. Recent moves include a pullback in Nvidia and a sharp decline in Oracle after it disclosed mounting AI spending, alongside softer sentiment toward companies exposed to OpenAI and AI infrastructure. Investors are entering 2026 debating whether to cut exposure ahead of a potential bubble unwind or stay positioned for continued AI-driven transformation.

Why It Matters?

The AI trade has become market-structural: a major share of index gains has been driven by Big Tech capex leaders and the AI infrastructure stack. If growth expectations stop accelerating, these stocks can re-rate quickly because they’re priced for continued upside in fundamentals. The key stress point is cash conversion—capex-heavy AI buildouts are driving depreciation higher and compressing free cash flow, which can pressure buybacks/dividends and reduce support for valuations. Debt-funded expansion adds another layer of risk: bondholders require predictable cash, and credit spreads can tighten financial flexibility before equity markets fully react. The “bubble” debate is less about headline multiples for the largest firms (which remain below dot-com extremes) and more about whether the industry’s funding and spending loop stays intact until monetization catches up.

What’s Next?

Watch 2026 for three telltales: first, whether Big Tech can show accelerating AI-linked revenue that offsets capex and depreciation; second, whether credit markets continue to fund large data-center buildouts at acceptable spreads; and third, whether OpenAI-linked and other externally funded players face tighter capital access that cascades through the ecosystem. If ROI evidence stays thin while costs compound, expect a rotation away from the most crowded AI beneficiaries toward areas with clearer earnings visibility—even if the broader AI trend remains intact.

Source
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Lumida's website (referred to herein as the "Website") is limited to the dissemination of general information pertaining to its advisory services, together with access to additional investment-related information, publications, and links. Accordingly, the publication of the Website on the Internet should not be construed by any client and/or prospective client Lumida’s solicitation to effect, or attempt to effect transactions in securities, or the rendering of personalized investment advice for compensation, over the Internet.

Any subsequent, direct communication by Lumida with a prospective client will be conducted by a representative that is either registered or qualifies for an exemption or exclusion from registration in the state where the prospective client resides.

‍Lead Capture Forms: By submitting your contact information in the forms on this site, you are not obligated to invest in Lumida's product or services.
‍Address: Lumida Wealth Management, 25 W 39th Street Suite 700, New York, NY 10018